AI Designer

AI Designer was my first major release at ApparelMagic and marked my pivot into AI product development. I architected a conversation-based design system that turns natural-language prompts into photorealistic garment visualizations for fashion teams.

The system supports two workflows. Basic Mode guides users through garment creation with dynamic, targeted questions. Advanced Mode gives experienced users direct prompt control when they already know what they want.

Generated designs include draft product metadata such as style numbers and descriptions, so approved concepts can move into the ApparelMagic catalog or connected e-commerce workflows. Branding controls lock in approved models, poses, and studio lighting so renders stay on-brand across collections.

ApparelMagic's marketing materials estimate up to 90% savings on prototyping costs versus traditional sample development. That is their marketing estimate, not a measured result from my work.